AI & MCP

Local AI, model serving, MCP servers, inference tooling, and practical experiments with Rust.

  1. 7 minArticle

    Local LLMs: Running Ollama and Open WebUI in Docker on Ubuntu

    Learn how to set up Ollama as a local service and run Open WebUI in Docker containers on Ubuntu. A step-by-step guide to running LLMs locally with GPU support.

  2. 7 minArticle

    Build a Weather MCP Server with Rust: Complete Tutorial for AI Integration

    Learn to build a Model Context Protocol (MCP) server in Rust that provides weather data. Complete tutorial covering Rust SDK setup, NWS API integration, and AI tool development for weather alerts and forecasts.

  3. 6 minArticle

    Soaring to New Heights with Kaito: The Kubernetes AI Toolchain Operator

    AI is in everything, everywhere, all at once. This article will give you a high level overview of Kaito, the Kubernetes AI Toolchain Operator, what it aims to help you with as a Kubernetes Operator, and show you how to get started with it.

  4. 1 minVideo

    #MSBuild | Integrating Azure AI and Azure Kubernetes Service to build intelligent apps | BRK225H

    I had the opportunity to speak at MSBuild 2023. Build is Microsoft's largest developer conference held every year in May. This year, we were lucky enough to...